Evidaxis
Dated record

pytorch_geometric

repo · pyg-team/pytorch_geometric · paper: not linked · as of

Niche: not yet assigned.

0.8 commits per week averaged over the trailing window. No paper is linked in OpenAlex. Dependents: no reading in the scored panel. 2 of 4 weekly observations; full commit series captured. 24,104 GitHub stars, recorded, not scored. Measured 2026-10-03 for pytorch_geometric; sources linked below.

commits/wk 0.8 averaged, trailing window last commit week 2026-09-06 measured · GitHub ·
citations no paper linked all years, indexed to date no reading · OpenAlex ·
direct dependents not in the scored panel partition 2026-10-03 no reading · deps.dev snapshot ·
stars 24,104 recorded, not scored measured · GitHub ·
Download values (CSV) JSON record Follow this system (feed) Report an error

Is pytorch_geometric still maintained?

0.8 commits per week averaged over the trailing window.

GitHub averaged 0.8 per week over the trailing window; raw weekly counts below are individual weeks.

Last commit week 2026-09-06; 4 consecutive zero weeks in the captured series.

Commits in the latest captured week vs 4 weeks earlier: -1 · vs 26 weeks earlier: -2 · 52-week range: 0 to 16 commits in an individual week.

line chart: pytorch_geometric, weekly commits, 0 in latest week, 2025-10-12 to 2026-10-04
pytorch_geometric averaged 0.8 commits a week. GitHub commit_activity · .
Latest eight weeks
Week startingCommits
2026-08-160
2026-08-232
2026-08-301
2026-09-061
2026-09-130
2026-09-200
2026-09-270
2026-10-040
heatmap chart: pytorch_geometric, weeks with commits, 12 of 26, 2026-04-12 to 2026-10-04
12 of the last 26 captured weeks had commits for pytorch_geometric. GitHub commit_activity · .
All 52 weeks
Weekly commits
Week startingCommits
2025-10-125
2025-10-192
2025-10-260
2025-11-022
2025-11-093
2025-11-164
2025-11-231
2025-11-300
2025-12-074
2025-12-140
2025-12-211
2025-12-282
2026-01-040
2026-01-111
2026-01-181
2026-01-253
2026-02-010
2026-02-086
2026-02-150
2026-02-2216
2026-03-010
2026-03-081
2026-03-152
2026-03-2211
2026-03-294
2026-04-052
2026-04-122
2026-04-193
2026-04-260
2026-05-034
2026-05-100
2026-05-170
2026-05-242
2026-05-310
2026-06-0710
2026-06-143
2026-06-211
2026-06-280
2026-07-050
2026-07-120
2026-07-190
2026-07-262
2026-08-024
2026-08-090
2026-08-160
2026-08-232
2026-08-301
2026-09-061
2026-09-130
2026-09-200
2026-09-270
2026-10-040

GitHub commit_activity · period 2025-10-12 to 2026-10-04 · n = 52 weeks · method weekly totals; reconstructed dates · updated · version 0641434ff686-b1 · CSV

Readings

Recorded values and sources
ReadingValueΔ 4 weeksΔ 26 weeks52-week rangeInstrumentDateReproducePrevious reading
Commits per week0.8-0.1-30.8 to 3.9GitHub, trailing 12 weeks2026-10-03Public query0.8
Citing worksno readingno readingno readingno readingOpenAlex, all years2026-10-03Public queryno reading
Direct dependentsno readingno readingno readingno readingDirect dependents2026-10-03Public queryno reading
Daily dependents (unscored)no readingno readingno readingno readingdeps.dev REST, unscored2026-10-03Public queryno reading
Stars24,104no readingno reading24,098 to 24,104GitHub stars, unscored2026-10-03Public query24,098

Evidaxis snapshot · period 2026-10-03 · n = 1 system · method source linked readings · updated · version 0641434ff686-b1

How to cite pytorch_geometric's record?

Evidaxis. pytorch_geometric measurement record. Snapshot 2026-10-03. urn:evidaxis:claim:e_5YZ69D6Q2SP:m3:2026-10-03. CC0-1.0. https://evidaxis.org/e/e_5YZ69D6Q2SP/

Evidaxis · period 2026-10-03 · n = 1 system · method claim URN · updated · version 0641434ff686-b1

What changed since the last snapshot?

1 published readings changed between snapshots 9d2fe956adbc and 0641434ff686.

slope chart: pytorch_geometric, changed published values, 1, 2026-09-26 to 2026-10-03
1 published values changed for pytorch_geometric since 2026-09-26. Evidaxis snapshots · .
Snapshot values
MetricPreviousCurrentDelta
Commits per week0.80.80
Citing worksno readingno readingno reading
Direct dependentsno readingno readingno reading
Stars24,09824,1046

Evidaxis snapshots · period 2026-09-26 to 2026-10-03 · n = 2 partitions · method paired snapshot values · updated · version 0641434ff686-b1 · History CSV

Take the data or follow changes

Values and captured history are available under CC0-1.0. The system feed records changes to published numbers.

Values CSVHistory CSVJSON recordAtom feedJSON FeedAdd Evidaxis as a preferred source on GoogleReport an error

Evidaxis · period 2026-10-03 · n = 1 system · method CC0-1.0 open export · updated · version 0641434ff686-b1

For teams tracking many systems

Use the cohort CSV, snapshot archive and membership manifest to reproduce observations across systems.

Cohort CSV · Snapshot archive · Membership manifest

Paper and links

Source records identify the system, repository and linked works; no paper authors are published.

What is not measured for pytorch_geometric, and why

Missing readings describe instrument coverage. A missing value is not a measured zero.

Unmeasured slots
ReadingReason
Citing worksnot linked
Direct dependentsoutside panel
Daily dependents (unscored)no reading captured

Dependents: no reading in the scored panel.

Gate ETA: never published; Evidaxis makes no public actionable prediction.

Dependents ecosystem composition: no reading; this field is not present in the snapshot.

Evidaxis · period 2026-10-03 · n = 1 system · method measurement coverage · updated · version 0641434ff686-b1

Measurement detail

Gate, gauges, percentile, derived signals and snapshot receipt

History: 2 of 4 weekly observations. Axis coverage: 1 of 3 axes measurable. Gate: not computable - history 2 of 4 weekly observations

2 of 4 weekly observations; full commit series captured.

pytorch_geometric

repo
Unassigned (AI-v1 census) · n = 5773 · pyg-team/pytorch_geometric
1 of 3 axes measurable · conf low
convergence gate
Convergence gate: Gate: not computable - history 2 of 4 weekly observations Development velocity: measured × Citation momentum: not measurable ∅ Direct-dependents momentum (deps.dev): not measurable ∅
gate
0 of 3 axes

Gate: not computable - history 2 of 4 weekly observations

· Evidaxis snapshot · 2026-10-03
Gate: not computable - history 2 of 4 weekly observations
position in cohort distribution one of 5773 in cohort
percentile 15 within cohort p25 p50 p75 p0 p100
percentile
p15
· Evidaxis snapshot · 2026-10-03
momentum averages present-axis z-scores; two- and three-axis scores are not strictly comparable
velocity z
velocity z gaugevelocity z-2.51 within cohort, log-slope -0.029/wk.0-2.51
velocity z
-2.51 σ
slope
-0.029/wk
· Evidaxis snapshot · 2026-10-03
log-slope -0.029/wk
citation z Citation source: not measured.
direct-dependents z Direct-dependents axis: outside the frozen panel; not measured.
cohort
5773
systems measured
weekly commits
0.8
Development velocity axis: measured.
total citations
no reading
Citation source: not measured.
momentum
18.6
percentile p15
commit heatmap, last 26 weeks0.8/wk
weekly commits, 26 weeks26 weeks of commits, peak 10 in a week, 12 active weeks, 35 total.week 1: 2 commitsweek 2: 3 commitsweek 3: 0 commitsweek 4: 4 commitsweek 5: 0 commitsweek 6: 0 commitsweek 7: 2 commitsweek 8: 0 commitsweek 9: 10 commitsweek 10: 3 commitsweek 11: 1 commitsweek 12: 0 commitsweek 13: 0 commitsweek 14: 0 commitsweek 15: 0 commitsweek 16: 2 commitsweek 17: 4 commitsweek 18: 0 commitsweek 19: 0 commitsweek 20: 2 commitsweek 21: 1 commitsweek 22: 1 commitsweek 23: 0 commitsweek 24: 0 commitsweek 25: 0 commitsweek 26: 0 commits
weeks
26
peak/wk
10
active
12
total
35
· Evidaxis snapshot · 2026-10-03
citations by yearCitation source: not measured.
recency-weighted swing trailing 13-week vs prior 39-week log-slope ratio +7.70, regime accelerating. prior slope -0.005, recent slope -0.039 per week. -0.005prior 39w-0.039recent 13w+7.70×
swing
+7.70×
regime
accelerating
windows
13w vs 39w
snapshot 1 of 1 · · m3
commit-axis Sharpe log-linear slope over residual std, value -0.018 with 95% CI -0.036 to -0.000, 50 degrees of freedom. CI spans zero.0-0.01895% CI -0.036, -0.000-0.036-0.000
sharpe
-0.018
95% ci
-0.036, -0.000
dof
50
snapshot 1 of 1 · · m3
commit changepoint52 weekly commit points. Changepoint at week 4 (2025-11-01), slope change +2.460 commits per week.2025-11-01
date
week
4 of 52
Δslope
+2.460/wk
snapshot 1 of 1 · · m3
code-leads-citation lag reserved

reserved: citation series too short / axis absent for cross-correlation

status
reserved
value
insufficient data
snapshot 1 of 1 · · m3
axis alpha vs cohort reserved

reserved: cohort N too small for regression (power ~0)

status
reserved
value
insufficient data
snapshot 1 of 1 · · m3
methodology gate snapshot 1 of 1 · · m3
commit weeks
52
citation years
0
shipped
3
reserved
3

shipped

  • recency-swing
  • commit-sharpe
  • commit-changepoint

reserved

  • code-leads-citation-lag
  • axis-alpha
  • gate-eta
snapshot 2 of 2 · · m3

Direct-dependents momentum (deps.dev)

Direct-dependents axis: outside the frozen panel; not measured.

Coverage state
out_of_panel
Cohort z
no axis
OLS slope
no reading
Theil-Sen slope
no reading
Latest direct dependents
no reading
Confirmed-clean points
no reading
Reconstructed history points
no reading
As-of partition
no reading
Fragility veto
no reading
Rising vote
no

Source: deps.dev (Google), CC-BY 4.0. Modified: aggregated to system-level counts and momentum scores.

Axis definition · Snapshot axis correlations

Evidaxis · period 2026-10-03 · n = 1 system · method measurement detail · updated · version 0641434ff686-b1 · record JSON · snapshot receipt